Publications
Preprints
Z. Wang#, W. Mai#, Y. Chai#, K. Qi, H. Ren, C. Shen, S. Zhang, Y. Hu*, , Q Wen*. The scale-invariant covariance spectrum of brain-wide activity. bioRxiv. Link Download
X. Lou, Y. Hu*, X. Li*. Linear polytree structural equation models: structural learning and inverse correlation estimation. arXiv. Link Download Code
Publications
S. Sy, D. Chan, R. Chan, J. Lyu, Z. Li, K. Wong, C. Choi, V. Mok, H. Lai, O. Randlett, Y. Hu, H. Ko. An optofluidic platform for interrogating chemosensory behavior and brainwide neural representation in larval zebrafish. Nature Communications. 2023. Link Download
Y. Hu* and H. Sompolinsky*. The spectrum of covariance matrices of randomly connected recurrent neuronal networks with linear dynamics. PLoS Comput Biol. 2022. Link Download
G. Si, J.K. Kanwal, Y. Hu, C.J. Tabone, J. Baron, M. Berck, G. Vignoud, A.D.T. Samuel. Structured odorant response patterns across a complete olfactory receptor neuron population. Neuron. 2019. Link Download
Y. Hu, S.L. Brunton, N. Cain, S. Mihalas, J.N. Kutz, and E. Shea-Brown. Feedback through graph motifs relates structure and function in complex networks. Phys. Rev. E. 2018. Link Download
X. Chen*, Y. Mu*, Y. Hu*, A. Kuan*, M. Nikitchenko, O. Randlett, A. B. Chen, J. Gavornik, H. Sompolinsky, F. Engert, M.B. Ahrens. Brainwide organization of neuronal activity and convergent sensorimotor transformations in larval zebrafish. Neuron. 2018. Link Download
G. Ocker*, Y. Hu*, M. Buice, B. Doiron, K. Josic, R. Rosenbaum and E. Shea-Brown. From the statistics of connectivity to the statistics of spike times in neuronal networks. Curr. Opin. Neurobio. 2017. Link Download
Y. Hu, J. Trousdale, K. Josic and E. Shea-Brown. Local paths to global coherence: cutting networks down to size. Phys. Rev. E 89(3): 032802. 2014. Link Download
Y. Hu, J. Zylberberg, and E. Shea-Brown. The sign rule and beyond: Boundary effects, flexibility, and optimal noise correlations in neural population codes. PLoS Comput. Biol. 10(2): e1003469. 2014. Link Download
J. Trousdale, Y. Hu, E. Shea-Brown and K. Josic. A generative spike train model with time- structured higher order correlations. Front. Comput. Neurosci. 7:84. 2013. Link Download
Y. Hu, J. Trousdale, K. Josic, and E. Shea-Brown. Motif Statistics and Spike Correlations in Neuronal Networks. J. Stat. Mech. P03012. 2013. Link Download
J. Trousdale, Y. Hu, E. Shea-Brown, and K. Josic. Impact of network structure and cellular response on spike time correlations. PLoS Comp. Biol. 8(3): e1002408. 2012. Link Download